Interscope Engine · Data Engineering

The Foundation Layer for Operational AI.

One engine that ingests, cleans, organizes, and unifies data from every source. Connect everything, without ripping anything out.
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Fragmented Sources → One Clean Layer
Operational Systems Equipment
Business Applications Business
Cloud & APIs Services
Field Sensors Remote Data
Interscope Engine
Ingest · Clean · Organize · Unify
Dashboards Visibility
AI Agents Action
Governance Control

The Challenge

Operations Run on Disconnected Data.

Complex operations sit on siloed systems and manual processes that quietly drain cost and capacity.

01

Siloed Systems

Your operational and business systems don't talk to each other. No one sees the full picture.
02

Messy Data Formats

Every source speaks a different language. Raw signals are noisy, duplicated, and incomplete.
03

Manual Reconciliation

Teams lose hours stitching spreadsheets together. Insight arrives too late to matter.
04

No AI Foundation

You can't automate what you can't trust. Bad data blocks every AI initiative before it starts.

How It Works

Scale Your Operations with Clean, Connected Data.

The Interscope Engine turns fragmented sources into one governed data layer, ready for action.

1

Evaluates & Detects

2

Gathers Context

3

Applies Guardrails

4

Recommends the Action

5

Hands Off for Approval

6

Executes & Learns

Evaluates & Detects → ARC continuously scans live signals for anomalies worth acting on.

The AI Transformation

Raw Data In. AI-Ready Data Out.

Messy, inconsistent signals from every system become clean, structured, trustworthy data the moment they hit the engine.

Raw Input
temp_01null
psi_valve-999
flow_rate42.7
tank_lvlNaN
statuserror
temp_0299.3
runtime?
voltageundefined
temp_01null
psi_valve-999
flow_rate42.7
tank_lvlNaN
statuserror
temp_0299.3
runtime?
voltageundefined
→
Interscope
Engine
Clean · Unify
→
Clean Output
Temp Sensor 0173.2 °F
Valve Pressure54.7 psi
Flow Rate42.7 gpm
Tank Level88.4 %
StatusActive
Temp Sensor 0299.3 °F
Runtime1,204 h
Voltage12.1 V
Temp Sensor 0173.2 °F
Valve Pressure54.7 psi
Flow Rate42.7 gpm
Tank Level88.4 %
StatusActive
Temp Sensor 0299.3 °F
Runtime1,204 h
Voltage12.1 V
Live KPIs
Equipment Uptime99.2%
Avg Response Time240ms
Anomalies Detected3
Peak Load87%
Cost Variance-2.4%
Processing Rate1.2M/s
Data Latency156ms
Efficiency Gain+18%
Equipment Uptime99.2%
Avg Response Time240ms
Anomalies Detected3
Peak Load87%
Cost Variance-2.4%
Processing Rate1.2M/s
Data Latency156ms
Efficiency Gain+18%

Nulls, errors, and mismatched formats become governed, contextualized, queryable data ready for dashboards and AI agents.

Capabilities

What Powers Data Engineering.

Six core capabilities that make the Interscope Engine the foundation for everything we build.

Pre-Built Connectors

Connect to your operational systems, business applications, cloud databases, and APIs. Ready to go, tuned to your stack.
01

Unified Data Platform

A unified, organized clean store for all operational data. One source of truth, built to scale.
04

Intelligent Ingestion

Auto-detect schemas, handle streaming and batch, and normalize formats from any source in real time.
02

Real-Time Analytics

Process data milliseconds after ingestion. Stream aggregation, anomaly detection, and alerting.
05

Data Quality & Cleaning

Deduplicate, validate, fill gaps, and resolve conflicts. Transform raw signals into clean, trusted data.
03

Governance & Audit

Role-based access, complete audit logging, and data lineage. Governance built in, not bolted on.
06

Benefits

What a Clean Data Layer Unlocks.

Unified Operational View

See every system, every dataset, and every insight in one place. Break down data silos and connect what was fragmented.

Faster Decision Making

Act on complete, trusted data instead of waiting for manual reports. Real-time data turns into real-time decisions.

Operational Efficiency

Eliminate manual data cleaning, duplicate work, and reconciliation. Your team focuses on what matters

Governance at Scale

Control who sees what, track every change, and maintain compliance without slowing down your operations.

Why It Matters

The Layer Beneath Everything We Do.

Visualization, intelligent agents, and automation all sit on top of one thing: a clean, connected, governed data foundation. Get this right, and everything above it works.

One source of truth across every system
Trustworthy data your AI agents can act on
Full governance, audit, and lineage built in
No rip-and-replace, no vendor lock-in
Learn More
Operational Automation
Autonomous, supervised action
04
Intelligent Agents
From insight to interaction
03
Unified Data Visualization
Turn data into insight
02
Data Engineering
The foundation layer
01
You are here

Next Step

Your data. Your systems. Your AI advantage.

Tell us about your environment and where AI could make a measurable difference. We’ll give you an honest view of what’s feasible and what a production path would look like.

Bring AI into your operations